cytology

CytoBrowser, a JavaScript and Node.js driven environment for fast and accessible collaborative online visualization, assessment, and annotation of very large microscopy images.

Analyse gigapixel images, annotated with millions of geometries, using a modern, highly-performant web interface.

Computer Vision application to diagnose diverse Cytology samples using medical imaging Data from a virtual microscope. Showcased in IH Hackshows and during the European Congress of Cytology & published it on Cytopathology Journal.

White Blood Cells detection (1st place)

HemaHier: Chain-Conditioned Ordinal Hierarchies for Lineage-Aware Bone-Marrow Cytology

This study consists of a comparative analysis of various image segmentation methods on cytological images

Code repository for paper: "A deep learning model to triage and predict adenocarcinoma on pancreas cytology whole slide imaging"

Cytology-Tissue correlation matcher for reports in Copath LIS.

End-to-end AI workflow for cervical cytology using MobileViT and Cellpose. Features automated cell segmentation, classification on SIPaKMeD, and PDF clinical reporting via FastAPI.

This is an improved version of basic CBIR for cytological images based on image segmentation

Features extraction from nasal cell images

(WIP) PyTorch/TensorFlow powered semantic segmentation software for cytological slides

This is a website for visualizing the processes in the field of cytology.

Candida albicans in cervicovaginal smear - Servikovajinal yaymada Candida albicans

Extracting & Comparing 3D Nuclear Structures from Stacked Imaging Data

AI-assisted cytology workflow triage, QC review, and predictive analytics platform built with Python and Streamlit.

Oraliva — independent third-party profile of a public API surface, by API Evangelist. OraLiva, Inc. is a dental diagnostics company developing an AI-powered oral cancer and dysplasia detection system for use during routine dental visits. Its ONC In-Cyt platform pairs a minimally-invasive brush biopsy with deep-learning cytology trained on more than